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SotA/Audio/1 Image, 2*2 Stitchi

1 Image, 2*2 Stitchi

625 benchmarks6 papers

Benchmarks

1 Image, 2*2 Stitchi on Human3.6M

Average MPJPE (mm)Frames Needed PA-MPJPE Average MPJPE (mm) @ 400ms Average MPJPE (mm) @ 1000 ms Number of Views Number of Frames Per View APD ADE FDE MMADE MMFDE MAR, walking, 400ms Average PMPJPE (mm)MAR, walking, 1,000ms CMD FID Angular Error MPVE (mm)MRPE Using 2D ground-truth joints Acceleration Error Average MPJPE (mm) for occluded Joints Expected Calibration Error Average NDMS at 4s Multi-View or Monocular Use Video Sequence Need Ground Truth 2D Pose 2D detector 3D Annotations

1 Image, 2*2 Stitchi on 3DPW

PA-MPJPE MPJPE MPVPE Acceleration Error Average MPJPE (mm) 1000 msec Number of parameters (M)PCK@0.2 FLOPs (G)FDE@1000ms (mm)FDE@560ms (mm)FDE@720ms (mm)FDE@880ms (mm)

1 Image, 2*2 Stitchi on MPI-INF-3DHP

PCK MPJPE AUC PA-MPJPE Acceleration Error 3DPCK

1 Image, 2*2 Stitchi on MSU Super-Resolution for Video Compression

BSQ-rate over ERQA BSQ-rate over PSNR BSQ-rate over MS-SSIM BSQ-rate over LPIPS BSQ-rate over VMAF BSQ-rate over Subjective Score

1 Image, 2*2 Stitchi on COCO test-dev

APL AP AP50 APM AP75 AR AR50 ARM ARL AR75 Accuracy (%)

1 Image, 2*2 Stitchi on COCO (Common Objects in Context)

FID Inception score AP Test AP Validation AP AR FID-1 FID-2 FID-4 FID-8 SOA-C APL APM AP50 AP75 Zero shot FID FPS

1 Image, 2*2 Stitchi on GoPro

PSNR SSIM Params (M)FID LPIPS

1 Image, 2*2 Stitchi on MSU Video Upscalers: Quality Enhancement

SSIM PSNR LPIPS VMAF

1 Image, 2*2 Stitchi on MPII Human Pose

1 Image, 2*2 Stitchi on MuPoTS-3D

3DPCK MPJPE AUC

1 Image, 2*2 Stitchi on MSU Video Super Resolution Benchmark: Detail Restoration

Subjective score ERQAv1.0 1 - LPIPS SSIM QRCRv1.0 PSNR FPS

1 Image, 2*2 Stitchi on OCHuman

Validation AP Test AP AP50 AP75

1 Image, 2*2 Stitchi on FreiHAND

PA-MPVPE PA-MPJPE PA-F@5mm PA-F@15mm

1 Image, 2*2 Stitchi on HumanEva-I

Mean Reconstruction Error (mm)APD@2000ms ADE@2000ms FDE@2000ms MMADE@2000ms MMFDE@2000ms

1 Image, 2*2 Stitchi on Panoptic

Average MPJPE (mm)Geodesic Error (GE)

1 Image, 2*2 Stitchi on LineMOD

Mean ADD Accuracy (ADD)Mean IoU Mean ADD-S Accuracy

1 Image, 2*2 Stitchi on Vid4 - 4x upscaling

PSNR SSIM MOVIE

1 Image, 2*2 Stitchi on CrowdPose

AP Hard mAP @0.5:0.95 AP Medium AP Easy AP AP50 AP75 APM Test FPS

1 Image, 2*2 Stitchi on Shelf

1 Image, 2*2 Stitchi on AFLW2000

MAE Geodesic Error (GE)MAE_t MAEV

1 Image, 2*2 Stitchi on HO-3D v2

PA-MPJPE (mm)PA-MPVPE F@5mm F@15mm AUC_J AUC_V ST-MPJPE PA-MPJPE OME ADD-S Average MPJPE (mm)

1 Image, 2*2 Stitchi on BIWI

MAE (trained with other data)MAE (trained with BIWI data)Geodesic Error - aligned (GE)Geodesic Error (GE)MAE-aligned (trained with other data)MAE_t MAEV

1 Image, 2*2 Stitchi on AGORA

B-NMVE B-NMJE B-MVE B-MPJPE FB-NMVE FB-MVE F-MVE FB-NMJE FB-MPJPE F-MPJPE LH/RH-MVE LH/RH-MPJPE

1 Image, 2*2 Stitchi on DexYCB

Average MPJPE (mm)Procrustes-Aligned MPJPE MPVPE PA-MPVPE OCE VAUC PA-VAUC MCE ADD-S

1 Image, 2*2 Stitchi on GenEval

Overall Single Obj.Two Obj.Color Attri.Colors Counting Position

1 Image, 2*2 Stitchi on KITTI Cars Hard

Average Orientation Similarity

1 Image, 2*2 Stitchi on PIE-Bench

Background PSNR Background LPIPS Structure Distance CLIPSIM

1 Image, 2*2 Stitchi on Vid4 - 4x upscaling - BD degradation

1 Image, 2*2 Stitchi on H3WB

MPJPE Average MPJPE (mm)

1 Image, 2*2 Stitchi on NYU Hands

Average 3D Error FPS

1 Image, 2*2 Stitchi on Campus

1 Image, 2*2 Stitchi on CUB

Inception score FID

1 Image, 2*2 Stitchi on ICVL Hands

Average 3D Error FPS

1 Image, 2*2 Stitchi on Total Capture

Average MPJPE (mm)MPJPE

1 Image, 2*2 Stitchi on EMDB

Average MPJPE-PA (mm)Average MPJPE (mm)Average MVE (mm)Average MVE-PA (mm)Jitter (10m/s^3)Average MPJAE (deg)Average MPJAE-PA (deg)Average G-MPJPE (mm)Average G-MVE (mm)

1 Image, 2*2 Stitchi on MIMIC-CXR

1 Image, 2*2 Stitchi on Occlusion LineMOD

1 Image, 2*2 Stitchi on COCO 2017 val

FID CLIP Score AP

1 Image, 2*2 Stitchi on COCO val2017

AP AR AP50 AP75

1 Image, 2*2 Stitchi on MSRA Hands

Average 3D Error

1 Image, 2*2 Stitchi on REAL275

mAP 5, 5cm mAP 10, 5cm mAP 3DIou@50 mAP 3DIou@25 mAP 10, 10cm mAP 3DIou@75 mAP 5, 2cm mAP 10, 2cm FPS Rerr Terr mAP 15, 5cm

1 Image, 2*2 Stitchi on AIC

AP AP75 AR AR50 AP50

1 Image, 2*2 Stitchi on AP-10K

1 Image, 2*2 Stitchi on HInt: Hand Interactions in the wild

PCK@0.05 (New Days) All PCK@0.05 (VISOR) All PCK@0.05 (NewDays) Visible PCK@0.05 (VISOR) Visible PCK@0.05 (NewDays) Occ PCK@0.05 (VISOR) Occ PCK@0.05 (Ego4D) All PCK@0.05 (Ego4D) Visible PCK@0.05 (Ego4D) Occ

1 Image, 2*2 Stitchi on Multi-Modal-CelebA-HQ

FID LPIPS Acc Real

1 Image, 2*2 Stitchi on OpenS2V-Eval

Total Score Aesthetics Motion FaceSim GmeScore NexusScore NaturalScore Venue

1 Image, 2*2 Stitchi on YCB-Video

ADDS AUC Mean ADD Mean ADD-S Mean ADI ADD(S) AUC Mean AUC ADD-S AUC ADD-S (2cm)Accuracy (ADD)

1 Image, 2*2 Stitchi on AH36M

H36M PMPJPE (n = 25)Best-Hypothesis PMPJPE (n = 25)H36M PMPJPE (n = 1)Most-Likely Hypothesis PMPJPE (n = 1)Best-Hypothesis MPJPE (n = 25)

1 Image, 2*2 Stitchi on HANDS 2017

Average 3D Error

1 Image, 2*2 Stitchi on SSP-3D

PVE-T-SC mIOU PVE-T

1 Image, 2*2 Stitchi on ViCoS Towel Dataset

1 Image, 2*2 Stitchi on COCO test-challenge

AR ARM AP AP50 AP75 APL AR50 AR75 ARL

1 Image, 2*2 Stitchi on DrawBench

Aesthetics (Laion Aesthtetics Predictor)Human Preference Alignement (HPSv2)Text Alignement (SentenceBERT)

1 Image, 2*2 Stitchi on HO-3D v3

PA-MPJPE PA-MPVPE AUC_J F@5mm F@15mm AUC_V

1 Image, 2*2 Stitchi on SceneEgo

Average MPJPE (mm)PA-MPJPE

1 Image, 2*2 Stitchi on UDM10 - 4x upscaling

1 Image, 2*2 Stitchi on ITOP front-view

1 Image, 2*2 Stitchi on GlobalEgoMocap Test Dataset

Average MPJPE (mm)PA-MPJPE

1 Image, 2*2 Stitchi on Oxford 102 Flowers

FID Inception score

1 Image, 2*2 Stitchi on REDS4- 4x upscaling

1 Image, 2*2 Stitchi on StyleBench

1 Image, 2*2 Stitchi on TriMouse-161

1 Image, 2*2 Stitchi on VITON

SSIM FID IS LPIPS KID PSNR

1 Image, 2*2 Stitchi on AFLW

1 Image, 2*2 Stitchi on ApolloCar3D

A3DP Detection Rate

1 Image, 2*2 Stitchi on Horse-10

PCK@0.3 (OOD)Normalized Error (OOD)

1 Image, 2*2 Stitchi on InLoc

DUC1-Acc@0.25m,10°DUC1-Acc@0.5m,10°DUC1-Acc@1.0m,10°DUC2-Acc@0.25m,10°DUC2-Acc@0.5m,10°DUC2-Acc@1.0m,10°

1 Image, 2*2 Stitchi on Surreal

MPJPE PA-MPJPE PVE PCK

1 Image, 2*2 Stitchi on UnrealEgo

Average MPJPE (mm)PA-MPJPE

1 Image, 2*2 Stitchi on 3D Poses in the Wild Challenge

1 Image, 2*2 Stitchi on AIST++

MPJPE Acceleration Error Single-view

1 Image, 2*2 Stitchi on AMASS

Average MPJPE (mm) 1000 msec ADE FDE APD FDE@1000ms (mm)FDE@560ms (mm)FDE@720ms (mm)FDE@880ms (mm)APDE

1 Image, 2*2 Stitchi on BEAT2

1 Image, 2*2 Stitchi on Biwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2

Lip Vertex Error FDD

1 Image, 2*2 Stitchi on COCO minival

1 Image, 2*2 Stitchi on COCO-MIG

instance success rate mIoU

1 Image, 2*2 Stitchi on ChestX-ray14

AUROC Params FLOPS

1 Image, 2*2 Stitchi on Conceptual Captions

1 Image, 2*2 Stitchi on DREAM-dataset

AUC (avg. on 4 real DREAM datasets)mean-ADD (avg. on 4 real DREAM datasets)

1 Image, 2*2 Stitchi on DTTD-Mobile

AR CoU AR CH AR pCH ADD AUC ADD-S AUC

1 Image, 2*2 Stitchi on ITOP top-view

1 Image, 2*2 Stitchi on J-HMDB

Mean PCK@0.2 Mean PCK@0.1 Mean PCK@0.05

1 Image, 2*2 Stitchi on MPII Single Person

PCKh@0.5 PCKh@0.1

1 Image, 2*2 Stitchi on PoPArt

mAP mAP@0.5 mAP@0.75

1 Image, 2*2 Stitchi on UPenn Action

1 Image, 2*2 Stitchi on Ultra Video Group HD - 4x upscaling

1 Image, 2*2 Stitchi on VITON-HD

1 Image, 2*2 Stitchi on Pascal3D+

1 Image, 2*2 Stitchi on COCO-WholeBody

1 Image, 2*2 Stitchi on Chest X-ray images

1 Image, 2*2 Stitchi on DensePose-COCO

1 Image, 2*2 Stitchi on Fish-100

1 Image, 2*2 Stitchi on HIDE

1 Image, 2*2 Stitchi on Marmoset-8K

1 Image, 2*2 Stitchi on PoseTrack2018

1 Image, 2*2 Stitchi on RICH

MPJPE PA-MPJPE MPVPE BoSE

1 Image, 2*2 Stitchi on SALSA

1 Image, 2*2 Stitchi on SLOPER4D

Average MPJPE (mm)

1 Image, 2*2 Stitchi on UBody

PVE-All PVE-Hands PVE-Face PA-PVE-All PA-PVE-Hands PA-PVE-Face

1 Image, 2*2 Stitchi on ARKitFace

1 Image, 2*2 Stitchi on COCO

FID Validation AP Test AP AP

1 Image, 2*2 Stitchi on CelebA

1 Image, 2*2 Stitchi on Falling Objects

1 Image, 2*2 Stitchi on Filtered NTU RGB+D

1 Image, 2*2 Stitchi on GTA-IM Dataset

Path Error Pose Error

1 Image, 2*2 Stitchi on Google-AR

1 Image, 2*2 Stitchi on Google-Yoga

1 Image, 2*2 Stitchi on HANDS 2019

Average 3D Error

1 Image, 2*2 Stitchi on HARPER

Average MPJPE (mm) @ 400ms Average MPJPE (mm) @ 1000ms Last Frame MPJPE (mm) @ 400ms Last Frame MPJPE (mm) @ 1000ms Average MPJPE (mm)

1 Image, 2*2 Stitchi on HIDE (trained on GOPRO)

1 Image, 2*2 Stitchi on ImageNet

1 Image, 2*2 Stitchi on LHQC

1 Image, 2*2 Stitchi on LOL-Blur

Average PSNR SSIM LPIPS

1 Image, 2*2 Stitchi on Leeds Sports Poses

1 Image, 2*2 Stitchi on PoseTrack2017

1 Image, 2*2 Stitchi on SkiPose

MPJPE P-MPJPE CPS PCK

1 Image, 2*2 Stitchi on StanfordExtra

1 Image, 2*2 Stitchi on TbD

1 Image, 2*2 Stitchi on TbD-3D

1 Image, 2*2 Stitchi on Vimeo90K

1 Image, 2*2 Stitchi on Xiph HD - 4x upscaling

1 Image, 2*2 Stitchi on RF-MMD

mAP (@0.1, Through-wall)mAP (@0.1, Visible)

1 Image, 2*2 Stitchi on 300W (Full)

MAE mean (º)MAE yaw (º)MAE pitch (º)MAE roll (º)

1 Image, 2*2 Stitchi on BRACE

Average Precision Average Recall

1 Image, 2*2 Stitchi on CAMERA25

mAP 10, 10cm mAP 10, 5cm mAP 3DIou@25 mAP 3DIou@50 mAP 5, 5cm

1 Image, 2*2 Stitchi on DHP19

MPJPE3D GFLOPs MPJPE2D Params (M)

1 Image, 2*2 Stitchi on DPG

1 Image, 2*2 Stitchi on Deep-Fashion

1 Image, 2*2 Stitchi on EgoBody

Average MPJPE (mm)PA-MPJPE MPVPE PA-MPVPE

1 Image, 2*2 Stitchi on Gaming 3D (G3D)

1 Image, 2*2 Stitchi on Geometric Pose Affordance

MPJPE PCK3D (CA)PCK3D (CS)MPJPE (CA)MPJPE (CS)PCK

1 Image, 2*2 Stitchi on LAION COCO

1 Image, 2*2 Stitchi on MPV

1 Image, 2*2 Stitchi on MS-COCO

FID AP Inception score SOA-C

1 Image, 2*2 Stitchi on OCCLUSION

1 Image, 2*2 Stitchi on OPT

1 Image, 2*2 Stitchi on OccludedLINEMOD

1 Image, 2*2 Stitchi on SPEC-MTP

1 Image, 2*2 Stitchi on T-LESS

Mean Recall Recall (VSD)

1 Image, 2*2 Stitchi on T2I-CompBench

Color Shape Texture Complex Non-Spatial Spatial

1 Image, 2*2 Stitchi on UAV-Human

1 Image, 2*2 Stitchi on VOCASET

Lip Vertex Error

1 Image, 2*2 Stitchi on WFLW

MAE mean (º)MAE yaw (º)MAE pitch (º)MAE roll (º)

1 Image, 2*2 Stitchi on ZeroSpeech 2019 English

Speaker Similarity

1 Image, 2*2 Stitchi on 3D-BSLS-6D

1 Image, 2*2 Stitchi on 3DOH50K

Average PA-MPJPE (mm)

1 Image, 2*2 Stitchi on ACL Title and Abstract Dataset

1 Image, 2*2 Stitchi on Animal-Pose Dataset

1 Image, 2*2 Stitchi on Animal3D

1 Image, 2*2 Stitchi on BJUT-3D

1 Image, 2*2 Stitchi on CHALL H80K

1 Image, 2*2 Stitchi on CMU Panoptic + 300W-LP

1 Image, 2*2 Stitchi on COCO 1% labeled data

Person Keypoint AP

1 Image, 2*2 Stitchi on COFW

MAE pitch (º)MAE yaw (º)

1 Image, 2*2 Stitchi on COVID-19 CXR Dataset

1 Image, 2*2 Stitchi on CREMA-D

EmoAcc FID LSE-C

1 Image, 2*2 Stitchi on CarFusion

1 Image, 2*2 Stitchi on Colors

Validation Accuracy

1 Image, 2*2 Stitchi on Dress Code

1 Image, 2*2 Stitchi on Drunkard's Dataset Level3 Scene0

Absolute Trajectory Error [m]Relative Position Error Rotation [º]Relative Position Error Translation [cm]

1 Image, 2*2 Stitchi on Ego3DHands

1 Image, 2*2 Stitchi on Expi - common actions split

Average MPJPE (mm) @ 200 ms

1 Image, 2*2 Stitchi on FQL-Driving

1 Image, 2*2 Stitchi on FashionIQ

10 fold Cross validation

1 Image, 2*2 Stitchi on Flickr-8k

1 Image, 2*2 Stitchi on GRAB

Average MPJPE (mm)

1 Image, 2*2 Stitchi on GYAFC

Accuracy BLEU-4 Harmonic mean

1 Image, 2*2 Stitchi on GeNeVA (CoDraw)

1 Image, 2*2 Stitchi on GeNeVA (i-CLEVR)

1 Image, 2*2 Stitchi on Geometric Pose Affordance

MPJPE (CS)MPJPE (CA)PCK3D (CS)PCK3D (CA)

1 Image, 2*2 Stitchi on HSPACE

MPJPE MPVPE PA-MPJPE PA-MPVPE

1 Image, 2*2 Stitchi on ICVL

1 Image, 2*2 Stitchi on ITOP front-view

1 Image, 2*2 Stitchi on InterHand2.6M

1 Image, 2*2 Stitchi on JTA

F1(t=0.4m)F1(t=0.8m)F1(t=1.2m)

1 Image, 2*2 Stitchi on K2HPD

1 Image, 2*2 Stitchi on KITTI

Average Orientation Similarity

1 Image, 2*2 Stitchi on KITTI 2015

Average End-Point Error

1 Image, 2*2 Stitchi on Kitti Odometry

Absolute Trajectory Error [m]

1 Image, 2*2 Stitchi on LRW

1 Image, 2*2 Stitchi on LibriSpeech test-clean

Character Error Rate (CER)Equal Error Rate Word Error Rate (WER)

1 Image, 2*2 Stitchi on MERL-RAV

MAE mean (º)MAE yaw (º)MAE pitch (º)MAE roll (º)

1 Image, 2*2 Stitchi on MPII

1 Image, 2*2 Stitchi on Microsoft COCO dataset

1 Image, 2*2 Stitchi on MoVi

1 Image, 2*2 Stitchi on Multi-Person PoseTrack

1 Image, 2*2 Stitchi on Pix3D

Percentage correct

1 Image, 2*2 Stitchi on Pointing'04

1 Image, 2*2 Stitchi on PoseTrack21

1 Image, 2*2 Stitchi on RF-MMD

mAP (@0.1, Through-wall)mAP (@0.1, Visible)

1 Image, 2*2 Stitchi on RHP

1 Image, 2*2 Stitchi on Real-world Dataset

1 Image, 2*2 Stitchi on RealBlur-J

1 Image, 2*2 Stitchi on RealBlur-R

1 Image, 2*2 Stitchi on RealBlur-R(trained on GoPro)

1 Image, 2*2 Stitchi on Relative Human

1 Image, 2*2 Stitchi on SAT-MTB-VSR

1 Image, 2*2 Stitchi on SPMCS - 4x upscaling

1 Image, 2*2 Stitchi on STB

1 Image, 2*2 Stitchi on SUN-Mem

AP50 AUPRC AUROC

1 Image, 2*2 Stitchi on Song Describer Dataset

1 Image, 2*2 Stitchi on StreetTryOn

1 Image, 2*2 Stitchi on Tejani

IoU-2D IoU-3D VSS-2D VSS-3D

1 Image, 2*2 Stitchi on UBC Fashion Videos

1 Image, 2*2 Stitchi on VCTK

Total Length Error (TLE)Word Length Error (WLE)Phone Length Error (PLE)

1 Image, 2*2 Stitchi on Vimeo-90K

1 Image, 2*2 Stitchi on WAF

1 Image, 2*2 Stitchi on Waymo Open Dataset

1 Image, 2*2 Stitchi on WikiArt

1 Image, 22 Stitchi on !(()&&!||*|

1 Image, 22 Stitchi on 01/01/1967' AND 238=68 AND 'AncJ'='AncJ

1 Image, 2*2 Stitchi on 2017 Robotic Instrument Segmentation Challenge

10 way 5~10 shot

1 Image, 2*2 Stitchi on Custom FINNgers

1 Image, 2*2 Stitchi on FLIC Elbows

1 Image, 2*2 Stitchi on FLIC Wrists

1 Image, 2*2 Stitchi on MPII Multi-Person

1 Image, 2*2 Stitchi on ^(#$!@#$)(()))******